Task Success on ALFWorld (test)
94.23Success RateMetaSkill-Evolve
Evaluation results
| Method | Links | |
|---|---|---|
| MetaSkill-EvolveBackbone=Gemma-4 31B2026.07 | 94.23 | |
| No-SkillBackbone=Gemma-4 31B2026.07 | 92.31 | |
| Single-LevelBackbone=Gemma-4 31B2026.07 | 92.31 | |
| Static skillBackbone=Gemma-4 31B2026.07 | 90.38 |